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Updated: Jul 6, 2025

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Causal relationship between dementia and delirium: Insights from a bidirectional two-sample Mendelian randomization
Yongsong Cai1, Jiachen Wang1, Xinyi Wang2
1Department of Joint Surgery, Xi'an Honghui Hospital, Xi'an Jiaotong University Health Science Center, Xi'an 710054, People's Republic of China.
Dementia increases delirium risk, and delirium may also raise dementia risk, according to genetic evidence. This bidirectional relationship highlights the complex interplay between these neurological conditions.
Area of Science:
- Neurology
- Genetics
- Epidemiology
Background:
- Dementia is a known risk factor for delirium in elderly patients with hip fractures.
- The precise causal link between dementia and delirium remains incompletely understood.
Purpose of the Study:
- To investigate the bidirectional causal relationship between dementia and delirium using genetic data.
- To provide genetic evidence for the etiological connection between these two conditions.
Main Methods:
- Bidirectional Mendelian randomization (MR) analysis was performed.
- Multiple MR methods including Inverse-variance weighted (IVW) and weighted median were employed.
- Statistical tests for heterogeneity and horizontal pleiotropy were conducted to ensure robustness.
Main Results:
- Forward MR analysis showed dementia (unclassified, Alzheimer's disease, dementia with Lewy bodies) significantly increases delirium risk.
- Reverse MR analysis indicated delirium increases the risk of unclassified dementia and vascular dementia.
- Multivariable MR analysis validated these significant bidirectional associations.
Conclusions:
- This study provides robust genetic evidence supporting a causal relationship between dementia and delirium.
- Findings suggest dementia may predispose individuals to delirium, and conversely, delirium may elevate the risk of developing dementia.
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